Sandbox
180 repos for protocol · DocsClear
yogthos/
Matryoshka

MCP server for token-efficient large document analysis via the use of REPL state

148
scarletkc/
Perenna

A lightweight, Git-backed permanent memory for AI agents.

40

Fast and Accurate Code Search for Agents. Uses 99% fewer tokens than grep+read

6k
mcpjungle/
MCPJungle

One place to manage & connect to all your MCP servers

1.2k
EncrEor/
rlm-claude

Recursive Language Models for Claude Code - Infinite memory solution inspired by MIT CSAIL paper

39
ryaker/
outlook-mcp

MCP server for Claude to access Outlook data via Microsoft Graph API

434
Nayshins/
ummon

The semantic layer for software engineering: Connect code to meaning, build on understanding

38
paulhkang94/
markview

Native macOS markdown preview + MCP server for Claude Code. Swift/SwiftUI, GFM, Mermaid, syntax highlighting. No Electron.

39
sachitrafa/
YourMemory

Agentic AI memory with Ebbinghaus forgetting curve decay. +16pp better recall than Mem0 on LoCoMo.

267

Rust-native MCP server for Office document processing (Excel, Word, PowerPoint). Sub-millisecond, local-first, open source.

162
MobileReality/
mdma
MobileReality/mdmaFrameworks & SDKs

Interactive documents from Markdown. Extends MD with forms, approvals, webhooks, and more — built for next gen apps

67

One folder. Every session knows where you left off. — An open-source methodology for AI-assisted projects.

171

MCP server for reading and editing Word (.docx) documents with track changes, comments, footnotes, and structural validation

48
portel-dev/photonFrameworks & SDKs

Define intent once. Photon turns a single TypeScript file into CLI tools, MCP servers, and web interfaces.

99
clarilayer/
clarilayer

Stop re-explaining your data to your AI every session. The individual-analyst context layer, delivered over MCP (Claude Code / Cursor / Codex).

92
dnotitia/
akb
dnotitia/akbConnectors

AKB — Agent Knowledgebase. Organizational memory for AI agents: vault-scoped docs / tables / files unified by URI graph, served over MCP.

160